Data for: Building a landslide climate indicator with machine learning and land surface models

Published: 6 May 2020| Version 1 | DOI: 10.17632/5nmtc3hnpz.1
Contributors:
Thomas Stanley,
Michael F Jasinski,
Jordan Borak,
Stephen L. Slaughter,
Dalia Kirschbaum,
Steven Sobieszczyk

Description

This is the model dump file provided by XGBoost. This model has not been validated for use in regions other than the Pacific Northwest of the United States, nor with input data other than NCA-LDAS. This model was created to describe the seasonality of landslides over a broad geographic region, and it is not suitable for site-specific hazard calculations.

Files

Categories

Machine Learning, Climate, Landslide, Geological Hazard, Natural Hazard

License